Sequential identification and control for bounded-noise ARX systems

Authors
Citation
A. Krolikowski, Sequential identification and control for bounded-noise ARX systems, IEEE AUTO C, 46(2), 2001, pp. 325-331
Citations number
5
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
IEEE TRANSACTIONS ON AUTOMATIC CONTROL
ISSN journal
00189286 → ACNP
Volume
46
Issue
2
Year of publication
2001
Pages
325 - 331
Database
ISI
SICI code
0018-9286(200102)46:2<325:SIACFB>2.0.ZU;2-J
Abstract
An optimal combination of sequential identification and control for a linea r bounded-input bounded-noise discrete-time ARX plant is considered, Variou s configurations of identifying/controlling sequences are investigated in o rder to fmd an optimal tradeoff. The optimal identifying input sequence is determined by maximization of a given identification accuracy measure while the control input sequence is derived to assure a good tracking of the con trol system. A second-order model is taken for simulation and optimization.